可形变Transformer辅助的胸部X光影像疾病诊断模型

胡锦波,聂为之,宋丹,高卓,白云鹏,赵丰

Chest X-ray imaging disease diagnosis model assisted by deformable Transformer

Jin-bo HU,Wei-zhi NIE,Dan SONG,Zhuo GAO,Yun-peng BAI,Feng ZHAO

表 3 特征图分辨率对模型性能的影响

Tab.3 Effect of feature map resolution on model performance

模型 $ \overline {{\text{AUC}}} $/% ChestX-ray14 CheXpert Deformab-CDAM 0.823 3 0.891 9 Deformab-CDAM-D 0.839 8 0.906 1